Mathematical Optimization in Computer Graphics and Vision

作者: Luiz Velho , Jonas Gomes , Paulo Carvalho , Luiz de Figueiredo

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摘要: Mathematical optimization is used in nearly all computer graphics applications, from vision to animation. This book teaches readers the core set of techniques that every professional should understand order envision and expand boundaries what possible their work. Study this authoritative reference will help develop a very powerful tool- ability create decipher mathematical models can better realize solutions even toughest problems confronting community today. *Distills down vast complex world information on into one short, self-contained volume especially for graphics *Helps CG professionals identify best technique solving particular quickly, by categorizing most effective algorithms application *Keeps current supplementing focus key, classic methods with special end-of-chapter sections cutting-edge developments Table Contents Computer Graphics Optimization: an overview Optimization graphics Variational optimization Continuous optimization Combinatorial optimization Global Optimization Probability Optimization

参考文章(103)
S. Kirkpatrick, C. D. Gelatt, M. P. Vecchi, Optimization by Simulated Annealing Science. ,vol. 220, pp. 671- 680 ,(1983) , 10.1126/SCIENCE.220.4598.671
Alla Safonova, Jessica K. Hodgins, Construction and optimal search of interpolated motion graphs ACM SIGGRAPH 2007 papers on - SIGGRAPH '07. ,vol. 26, pp. 106- ,(2007) , 10.1145/1275808.1276510
Olivier Faugeras, Three-dimensional computer vision: a geometric viewpoint computer aided architectural design futures. ,vol. 29, ,(1993)
Richard Hartley, Andrew Zisserman, Multiple view geometry in computer vision ,(2000)
Ramon E. Moore, Global optimization to prescribed accuracy Computers & Mathematics With Applications. ,vol. 21, pp. 25- 39 ,(1991) , 10.1016/0898-1221(91)90158-Z
H. Fuchs, Z. M. Kedem, S. P. Uselton, Optimal surface reconstruction from planar contours Communications of the ACM. ,vol. 20, pp. 693- 702 ,(1977) , 10.1145/359842.359846
Robert W. Sumner, Johannes Schmid, Mark Pauly, Embedded deformation for shape manipulation ACM SIGGRAPH 2007 papers on - SIGGRAPH '07. ,vol. 26, pp. 80- ,(2007) , 10.1145/1275808.1276478
T. Csendes, D. Ratz, Subdivision Direction Selection in Interval Methods for Global Optimization SIAM Journal on Numerical Analysis. ,vol. 34, pp. 922- 938 ,(1997) , 10.1137/S0036142995281528
Mikhail J. Atallah, Checking similarity of planar figures International Journal of Computer & Information Sciences. ,vol. 13, pp. 279- 290 ,(1984) , 10.1007/BF00977833
Karl Sims, Artificial evolution for computer graphics Proceedings of the 18th annual conference on Computer graphics and interactive techniques - SIGGRAPH '91. ,vol. 25, pp. 319- 328 ,(1991) , 10.1145/122718.122752